{"id":"https://openalex.org/W1756474508","doi":"https://doi.org/10.1109/icde.2016.7498250","title":"Load balancing and skew resilience for parallel joins","display_name":"Load balancing and skew resilience for parallel joins","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W1756474508","doi":"https://doi.org/10.1109/icde.2016.7498250","mag":"1756474508"},"language":"en","primary_location":{"id":"doi:10.1109/icde.2016.7498250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2016.7498250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 32nd International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/203656","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052768978","display_name":"Aleksandar Vitorovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Aleksandar Vitorovic","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale, Lausanne","Ecole Polytechnique Federale de Lausanne  (Switzerland)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale, Lausanne","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Ecole Polytechnique Federale de Lausanne  (Switzerland)","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083472419","display_name":"Mohammed Elseidy","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mohammed Elseidy","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale, Lausanne","Ecole Polytechnique Federale de Lausanne  (Switzerland)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale, Lausanne","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Ecole Polytechnique Federale de Lausanne  (Switzerland)","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101903922","display_name":"Christoph Koch","orcid":"https://orcid.org/0000-0002-9130-7205"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Christoph Koch","raw_affiliation_strings":["\u00c9cole Polytechnique F\u00e9d\u00e9rale, Lausanne","Ecole Polytechnique Federale de Lausanne  (Switzerland)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"\u00c9cole Polytechnique F\u00e9d\u00e9rale, Lausanne","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Ecole Polytechnique Federale de Lausanne  (Switzerland)","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8026833534240723},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.781682550907135},{"id":"https://openalex.org/keywords/joins","display_name":"Joins","score":0.6828292608261108},{"id":"https://openalex.org/keywords/skew","display_name":"Skew","score":0.5433675646781921},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46965116262435913},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.45562198758125305},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.39127102494239807},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39124035835266113},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.2590046525001526},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10354375839233398}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8026833534240723},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.781682550907135},{"id":"https://openalex.org/C2778692605","wikidata":"https://www.wikidata.org/wiki/Q4041866","display_name":"Joins","level":2,"score":0.6828292608261108},{"id":"https://openalex.org/C43711488","wikidata":"https://www.wikidata.org/wiki/Q7534783","display_name":"Skew","level":2,"score":0.5433675646781921},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46965116262435913},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.45562198758125305},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.39127102494239807},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39124035835266113},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.2590046525001526},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10354375839233398},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icde.2016.7498250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icde.2016.7498250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 32nd International Conference on Data Engineering (ICDE)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.890.5981","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.890.5981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://infoscience.epfl.ch/record/203656/files/Load%20Balancing%20and%20Skew%20Resilience%20for%20Parallel%20Joins.pdf","raw_type":"text"},{"id":"pmh:oai:infoscience.epfl.ch:203656","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/203656","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:infoscience.epfl.ch:221932","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/221932","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:203656","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/203656","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W150801922","https://openalex.org/W1487093789","https://openalex.org/W1491838213","https://openalex.org/W1497089183","https://openalex.org/W1500547548","https://openalex.org/W1520750340","https://openalex.org/W1547205936","https://openalex.org/W1554177507","https://openalex.org/W1570320352","https://openalex.org/W1581547316","https://openalex.org/W1582870960","https://openalex.org/W1585614323","https://openalex.org/W1589269155","https://openalex.org/W1597532222","https://openalex.org/W1756474508","https://openalex.org/W1858414509","https://openalex.org/W1964857063","https://openalex.org/W1973898816","https://openalex.org/W1979768555","https://openalex.org/W1981348564","https://openalex.org/W1982682305","https://openalex.org/W1992023276","https://openalex.org/W1993226606","https://openalex.org/W2007069074","https://openalex.org/W2011078029","https://openalex.org/W2020584928","https://openalex.org/W2022858489","https://openalex.org/W2037027334","https://openalex.org/W2043099794","https://openalex.org/W2046437776","https://openalex.org/W2053075747","https://openalex.org/W2061601738","https://openalex.org/W2064628860","https://openalex.org/W2074935284","https://openalex.org/W2075620950","https://openalex.org/W2102166438","https://openalex.org/W2104829661","https://openalex.org/W2109149785","https://openalex.org/W2118229812","https://openalex.org/W2120108467","https://openalex.org/W2132510297","https://openalex.org/W2132846504","https://openalex.org/W2133007861","https://openalex.org/W2134743705","https://openalex.org/W2137373960","https://openalex.org/W2139072600","https://openalex.org/W2140509629","https://openalex.org/W2143108641","https://openalex.org/W2154138844","https://openalex.org/W2154894831","https://openalex.org/W2162747054","https://openalex.org/W2171248253","https://openalex.org/W2173213060","https://openalex.org/W2212047990","https://openalex.org/W2277471751","https://openalex.org/W2766000922","https://openalex.org/W2772634827","https://openalex.org/W2797450391","https://openalex.org/W3010267622","https://openalex.org/W4211032723","https://openalex.org/W4285719527","https://openalex.org/W6629856530","https://openalex.org/W6631168969","https://openalex.org/W6634880912","https://openalex.org/W6637859885","https://openalex.org/W6666805211","https://openalex.org/W6675727724"],"related_works":["https://openalex.org/W2088925915","https://openalex.org/W2382891957","https://openalex.org/W2393491644","https://openalex.org/W2067184662","https://openalex.org/W3047837489","https://openalex.org/W2622139626","https://openalex.org/W2133660117","https://openalex.org/W2104496206","https://openalex.org/W3013303285","https://openalex.org/W2385836742"],"abstract_inverted_index":{"We":[0],"address":[1],"the":[2,12,19,59,70,103],"problem":[3],"of":[4,14,61,69,83,145],"load":[5,46],"balancing":[6],"for":[7,29,39,45,95,109],"parallel":[8],"joins.We":[9],"show":[10,133],"that":[11,49,121,134],"distribution":[13],"input":[15,40,63],"data":[16,21,66],"received":[17],"and":[18,64,126],"output":[20,65],"produced":[22],"by":[23,140],"worker":[24],"machines":[25],"are":[26,102],"both":[27,62],"important":[28],"performance.":[30],"As":[31],"a":[32,53,80,116,143],"result,":[33],"previous":[34],"work,":[35],"which":[36,57],"optimizes":[37],"either":[38],"or":[41],"output,":[42],"stands":[43],"ineffective":[44],"balancing.":[47],"To":[48,74,86,98],"end,":[50],"we":[51,78,89,101,114],"propose":[52,79,115],"multi-stage":[54],"load-balancing":[55],"algorithm":[56,120],"considers":[58],"properties":[60],"through":[67],"sampling":[68],"original":[71],"join":[72,110],"matrix.":[73],"do":[75],"this":[76],"efficiently,":[77],"novel":[81],"category":[82],"equi-weight":[84],"histograms.":[85],"build":[87],"them,":[88],"exploit":[90],"state-of-the-art":[91,138],"computational":[92],"geometry":[93],"algorithms":[94,108],"rectangle":[96],"tiling.":[97],"our":[99,135],"knowledge,":[100],"first":[104],"to":[105,142],"employ":[106],"tiling":[107,119],"load-balancing.":[111],"In":[112],"addition,":[113],"novel,":[117],"join-specialized":[118],"has":[122],"drastically":[123],"lower":[124],"time":[125],"space":[127],"complexity":[128],"than":[129],"existing":[130],"algorithms.":[131],"Experiments":[132],"scheme":[136],"outperforms":[137],"techniques":[139],"up":[141],"factor":[144],"15.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
